Overview

Dataset info

Number of variables59
Number of observations178564
Missing cells254323 (2.4%)
Duplicate rows0 (0.0%)
Total size in memory80.4 MiB
Average record size in memory472.0 B

Variables types

Numeric32
Categorical3
Boolean24
Date0
URL0
Text (Unique)0
Rejected0
Unsupported0

Warnings

ps_calc_01 has 18028 (10.1%) zeros Zeros
ps_calc_02 has 17807 (10.0%) zeros Zeros
ps_calc_03 has 17751 (9.9%) zeros Zeros
ps_calc_04 has 7128 (4.0%) zeros Zeros
ps_calc_05 has 18198 (10.2%) zeros Zeros
ps_calc_07 has 4596 (2.6%) zeros Zeros
ps_calc_09 has 10363 (5.8%) zeros Zeros
ps_calc_12 has 42104 (23.6%) zeros Zeros
ps_calc_13 has 10232 (5.7%) zeros Zeros
ps_car_03_cat has 123656 (69.3%) missing values Missing
ps_car_04_cat has 148780 (83.3%) zeros Zeros
ps_car_05_cat has 80006 (44.8%) missing values Missing
ps_car_06_cat has 33154 (18.6%) zeros Zeros
ps_car_07_cat has 3512 (2.0%) missing values Missing
ps_car_09_cat has 58567 (32.8%) zeros Zeros
ps_car_14 has 12783 (7.2%) missing values Missing
ps_car_15 has 4209 (2.4%) zeros Zeros
ps_ind_01 has 56079 (31.4%) zeros Zeros
ps_ind_03 has 4727 (2.6%) zeros Zeros
ps_ind_05_cat has 158499 (88.8%) zeros Zeros
ps_ind_05_cat has 1794 (1.0%) missing values Missing
ps_ind_14 has 176638 (98.9%) zeros Zeros
ps_ind_15 has 9648 (5.4%) zeros Zeros
ps_reg_01 has 6514 (3.6%) zeros Zeros
ps_reg_02 has 26670 (14.9%) zeros Zeros
ps_reg_03 has 32276 (18.1%) missing values Missing

Variables

id
Numeric

Distinct count178564
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean744326.646
Minimum13
Maximum1488021
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum13
5-th percentile74904.45
Q1372258.5
Median743884
Q31116580
95-th percentile1414055.7
Maximum1488021
Range1488008
Interquartile range744321.5

Descriptive statistics

Standard deviation429469.3323
Coef of variation0.5769904041
Kurtosis-1.200554244
Mean744326.646
MAD372064.4653
Skewness-0.000268303406
Sum1.329099432e+11
Variance1.844439074e+11
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1.300000e+01 1.488021e+06], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
536570 1 < 0.1%
 
904467 1 < 0.1%
 
991664 1 < 0.1%
 
765631 1 < 0.1%
 
361754 1 < 0.1%
 
367897 1 < 0.1%
 
103704 1 < 0.1%
 
732031 1 < 0.1%
 
392469 1 < 0.1%
 
914708 1 < 0.1%
 
Other values (178554) 178554 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
13 1 < 0.1%
 
17 1 < 0.1%
 
19 1 < 0.1%
 
20 1 < 0.1%
 
26 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1488021 1 < 0.1%
 
1488017 1 < 0.1%
 
1488011 1 < 0.1%
 
1488009 1 < 0.1%
 
1488005 1 < 0.1%
 

ps_calc_01
Numeric

Distinct count10
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.449590623
Minimum0
Maximum0.9
Zeros (%)10.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.2
Median0.5
Q30.7
95-th percentile0.9
Maximum0.9
Range0.9
Interquartile range0.5

Descriptive statistics

Standard deviation0.2871401122
Coef of variation0.6386701535
Kurtosis-1.224666078
Mean0.449590623
MAD0.2499575253
Skewness-0.002495103534
Sum80280.7
Variance0.08244944403
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.05 0.85 0.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.7 18082 10.1%
 
0 18028 10.1%
 
0.8 17935 10.0%
 
0.5 17881 10.0%
 
0.3 17828 10.0%
 
0.2 17824 10.0%
 
0.4 17812 10.0%
 
0.6 17810 10.0%
 
0.1 17771 10.0%
 
0.9 17593 9.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 18028 10.1%
 
0.1 17771 10.0%
 
0.2 17824 10.0%
 
0.3 17828 10.0%
 
0.4 17812 10.0%
 

Maximum 5 values

ValueCountFrequency (%) 
0.9 17593 9.9%
 
0.8 17935 10.0%
 
0.7 18082 10.1%
 
0.6 17810 10.0%
 
0.5 17881 10.0%
 

ps_calc_02
Numeric

Distinct count10
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.4501002442
Minimum0
Maximum0.9
Zeros (%)10.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.2
Median0.5
Q30.7
95-th percentile0.9
Maximum0.9
Range0.9
Interquartile range0.5

Descriptive statistics

Standard deviation0.2866678161
Coef of variation0.6368977129
Kurtosis-1.218943312
Mean0.4501002442
MAD0.2493217781
Skewness-0.002314311378
Sum80371.7
Variance0.08217843677
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.05 0.85 0.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.4 18041 10.1%
 
0.6 18006 10.1%
 
0.3 17965 10.1%
 
0.5 17915 10.0%
 
0.8 17893 10.0%
 
0.7 17822 10.0%
 
0.1 17813 10.0%
 
0 17807 10.0%
 
0.9 17676 9.9%
 
0.2 17626 9.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 17807 10.0%
 
0.1 17813 10.0%
 
0.2 17626 9.9%
 
0.3 17965 10.1%
 
0.4 18041 10.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.9 17676 9.9%
 
0.8 17893 10.0%
 
0.7 17822 10.0%
 
0.6 18006 10.1%
 
0.5 17915 10.0%
 

ps_calc_03
Numeric

Distinct count10
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.4497003875
Minimum0
Maximum0.9
Zeros (%)9.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.2
Median0.4
Q30.7
95-th percentile0.9
Maximum0.9
Range0.9
Interquartile range0.5

Descriptive statistics

Standard deviation0.2871429782
Coef of variation0.6385206376
Kurtosis-1.223938659
Mean0.4497003875
MAD0.2499124317
Skewness0.002739596634
Sum80300.3
Variance0.08245108993
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.05 0.85 0.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.1 18074 10.1%
 
0.3 17975 10.1%
 
0.5 17923 10.0%
 
0.6 17892 10.0%
 
0.9 17859 10.0%
 
0.8 17827 10.0%
 
0.4 17782 10.0%
 
0.2 17761 9.9%
 
0 17751 9.9%
 
0.7 17720 9.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 17751 9.9%
 
0.1 18074 10.1%
 
0.2 17761 9.9%
 
0.3 17975 10.1%
 
0.4 17782 10.0%
 

Maximum 5 values

ValueCountFrequency (%) 
0.9 17859 10.0%
 
0.8 17827 10.0%
 
0.7 17720 9.9%
 
0.6 17892 10.0%
 
0.5 17923 10.0%
 

ps_calc_04
Numeric

Distinct count6
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.371995475
Minimum0
Maximum5
Zeros (%)4.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q12
Median2
Q33
95-th percentile4
Maximum5
Range5
Interquartile range1

Descriptive statistics

Standard deviation1.115846536
Coef of variation0.4704252382
Kurtosis-0.4055305534
Mean2.371995475
MAD0.930039709
Skewness0.04345477087
Sum423553
Variance1.245113493
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
2 58320 32.7%
 
3 52594 29.5%
 
1 32386 18.1%
 
4 23935 13.4%
 
0 7128 4.0%
 
5 4201 2.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 7128 4.0%
 
1 32386 18.1%
 
2 58320 32.7%
 
3 52594 29.5%
 
4 23935 13.4%
 

Maximum 5 values

ValueCountFrequency (%) 
5 4201 2.4%
 
4 23935 13.4%
 
3 52594 29.5%
 
2 58320 32.7%
 
1 32386 18.1%
 

ps_calc_05
Numeric

Distinct count7
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.887631325
Minimum0
Maximum6
Zeros (%)10.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median2
Q33
95-th percentile4
Maximum6
Range6
Interquartile range2

Descriptive statistics

Standard deviation1.131048269
Coef of variation0.5991891818
Kurtosis-0.218425967
Mean1.887631325
MAD0.8922120988
Skewness0.3235047152
Sum337063
Variance1.279270188
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%) 
2 58987 33.0%
 
1 51043 28.6%
 
3 35840 20.1%
 
0 18198 10.2%
 
4 12112 6.8%
 
5 2226 1.2%
 
6 158 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 18198 10.2%
 
1 51043 28.6%
 
2 58987 33.0%
 
3 35840 20.1%
 
4 12112 6.8%
 

Maximum 5 values

ValueCountFrequency (%) 
6 158 0.1%
 
5 2226 1.2%
 
4 12112 6.8%
 
3 35840 20.1%
 
2 58987 33.0%
 

ps_calc_06
Numeric

Distinct count11
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean7.691656773
Minimum0
Maximum10
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile5
Q17
Median8
Q39
95-th percentile10
Maximum10
Range10
Interquartile range2

Descriptive statistics

Standard deviation1.334014845
Coef of variation0.173436606
Kurtosis-0.03438717015
Mean7.691656773
MAD1.085835878
Skewness-0.4062787544
Sum1373453
Variance1.779595606
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=11)
Histogram
Histogram with variable size bins (bins=[ 0. 1.5 2.5 3.5 4.5 ... 6.5 7.5 8.5 9.5 10. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8 52532 29.4%
 
7 41851 23.4%
 
9 38806 21.7%
 
6 21978 12.3%
 
10 12986 7.3%
 
5 8037 4.5%
 
4 2001 1.1%
 
3 327 0.2%
 
2 43 < 0.1%
 
1 2 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
1 2 < 0.1%
 
2 43 < 0.1%
 
3 327 0.2%
 
4 2001 1.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10 12986 7.3%
 
9 38806 21.7%
 
8 52532 29.4%
 
7 41851 23.4%
 
6 21978 12.3%
 

ps_calc_07
Numeric

Distinct count10
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.003701754
Minimum0
Maximum9
Zeros (%)2.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q12
Median3
Q34
95-th percentile5
Maximum9
Range9
Interquartile range2

Descriptive statistics

Standard deviation1.414091893
Coef of variation0.4707830566
Kurtosis-0.1720016536
Mean3.003701754
MAD1.093417815
Skewness0.2350165046
Sum536353
Variance1.999655881
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3 48850 27.4%
 
2 41771 23.4%
 
4 36438 20.4%
 
1 20817 11.7%
 
5 18522 10.4%
 
6 6088 3.4%
 
0 4596 2.6%
 
7 1309 0.7%
 
8 166 0.1%
 
9 7 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4596 2.6%
 
1 20817 11.7%
 
2 41771 23.4%
 
3 48850 27.4%
 
4 36438 20.4%
 

Maximum 5 values

ValueCountFrequency (%) 
9 7 < 0.1%
 
8 166 0.1%
 
7 1309 0.7%
 
6 6088 3.4%
 
5 18522 10.4%
 

ps_calc_08
Numeric

Distinct count11
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean9.231670437
Minimum2
Maximum12
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile7
Q18
Median9
Q310
95-th percentile11
Maximum12
Range10
Interquartile range2

Descriptive statistics

Standard deviation1.459876034
Coef of variation0.1581377979
Kurtosis-0.03345823993
Mean9.231670437
MAD1.177452422
Skewness-0.3639828065
Sum1648444
Variance2.131238036
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=11)
Histogram
Histogram with variable size bins (bins=[ 2. 2.5 3.5 4.5 5.5 ... 7.5 8.5 10.5 11.5 12. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
9 45452 25.5%
 
10 45429 25.4%
 
8 30927 17.3%
 
11 27551 15.4%
 
7 14718 8.2%
 
12 7767 4.3%
 
6 5116 2.9%
 
5 1299 0.7%
 
4 275 0.2%
 
3 28 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
2 2 < 0.1%
 
3 28 < 0.1%
 
4 275 0.2%
 
5 1299 0.7%
 
6 5116 2.9%
 

Maximum 5 values

ValueCountFrequency (%) 
12 7767 4.3%
 
11 27551 15.4%
 
10 45429 25.4%
 
9 45452 25.5%
 
8 30927 17.3%
 

ps_calc_09
Numeric

Distinct count8
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.335498757
Minimum0
Maximum7
Zeros (%)5.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median2
Q33
95-th percentile4
Maximum7
Range7
Interquartile range2

Descriptive statistics

Standard deviation1.246537047
Coef of variation0.5337348363
Kurtosis-0.2149988123
Mean2.335498757
MAD1.024392997
Skewness0.2655265111
Sum417036
Variance1.553854609
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
2 54702 30.6%
 
3 45850 25.7%
 
1 36619 20.5%
 
4 23002 12.9%
 
0 10363 5.8%
 
5 6800 3.8%
 
6 1141 0.6%
 
7 87 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 10363 5.8%
 
1 36619 20.5%
 
2 54702 30.6%
 
3 45850 25.7%
 
4 23002 12.9%
 

Maximum 5 values

ValueCountFrequency (%) 
7 87 < 0.1%
 
6 1141 0.6%
 
5 6800 3.8%
 
4 23002 12.9%
 
3 45850 25.7%
 

ps_calc_10
Numeric

Distinct count24
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean8.437114984
Minimum0
Maximum23
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile4
Q16
Median8
Q310
95-th percentile13
Maximum23
Range23
Interquartile range4

Descriptive statistics

Standard deviation2.902324177
Coef of variation0.3439948587
Kurtosis0.09713142329
Mean8.437114984
MAD2.32742391
Skewness0.3433358702
Sum1506565
Variance8.423485628
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=24)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 17.5 18.5 19.5 20.5 23. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8 24554 13.8%
 
7 23496 13.2%
 
9 23112 12.9%
 
10 19579 11.0%
 
6 19284 10.8%
 
11 14804 8.3%
 
5 13967 7.8%
 
12 10489 5.9%
 
4 8140 4.6%
 
13 6853 3.8%
 
Other values (14) 14286 8.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 39 < 0.1%
 
1 338 0.2%
 
2 1343 0.8%
 
3 3805 2.1%
 
4 8140 4.6%
 

Maximum 5 values

ValueCountFrequency (%) 
23 1 < 0.1%
 
22 10 < 0.1%
 
21 14 < 0.1%
 
20 48 < 0.1%
 
19 121 0.1%
 

ps_calc_11
Numeric

Distinct count20
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.443376044
Minimum0
Maximum19
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2
Q14
Median5
Q37
95-th percentile10
Maximum19
Range19
Interquartile range3

Descriptive statistics

Standard deviation2.334523656
Coef of variation0.4288742202
Kurtosis0.1670231311
Mean5.443376044
MAD1.877640628
Skewness0.4285443995
Sum971991
Variance5.450000701
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=20)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 13.5 14.5 15.5 16.5 19. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 30814 17.3%
 
4 28035 15.7%
 
6 27751 15.5%
 
7 21695 12.1%
 
3 20868 11.7%
 
8 14769 8.3%
 
2 11619 6.5%
 
9 9002 5.0%
 
10 4919 2.8%
 
1 4179 2.3%
 
Other values (10) 4913 2.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 725 0.4%
 
1 4179 2.3%
 
2 11619 6.5%
 
3 20868 11.7%
 
4 28035 15.7%
 

Maximum 5 values

ValueCountFrequency (%) 
19 1 < 0.1%
 
18 4 < 0.1%
 
17 6 < 0.1%
 
16 17 < 0.1%
 
15 62 < 0.1%
 

ps_calc_12
Numeric

Distinct count11
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.443975269
Minimum0
Maximum10
Zeros (%)23.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median1
Q32
95-th percentile4
Maximum10
Range10
Interquartile range1

Descriptive statistics

Standard deviation1.20450863
Coef of variation0.834161537
Kurtosis0.7229084497
Mean1.443975269
MAD0.9857249059
Skewness0.8423410877
Sum257842
Variance1.45084104
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=11)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 5.5 6.5 7.5 8.5 10. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 61288 34.3%
 
2 43368 24.3%
 
0 42104 23.6%
 
3 21095 11.8%
 
4 7854 4.4%
 
5 2201 1.2%
 
6 502 0.3%
 
7 124 0.1%
 
8 22 < 0.1%
 
9 4 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 42104 23.6%
 
1 61288 34.3%
 
2 43368 24.3%
 
3 21095 11.8%
 
4 7854 4.4%
 

Maximum 5 values

ValueCountFrequency (%) 
10 2 < 0.1%
 
9 4 < 0.1%
 
8 22 < 0.1%
 
7 124 0.1%
 
6 502 0.3%
 

ps_calc_13
Numeric

Distinct count14
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.871788266
Minimum0
Maximum13
Zeros (%)5.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12
Median3
Q34
95-th percentile6
Maximum13
Range13
Interquartile range2

Descriptive statistics

Standard deviation1.701780694
Coef of variation0.5925857117
Kurtosis0.3127827793
Mean2.871788266
MAD1.347986734
Skewness0.5881917149
Sum512798
Variance2.896057529
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=14)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 8.5 9.5 10.5 11.5 13. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2 41655 23.3%
 
3 39432 22.1%
 
1 29198 16.4%
 
4 28619 16.0%
 
5 16428 9.2%
 
0 10232 5.7%
 
6 7983 4.5%
 
7 3346 1.9%
 
8 1159 0.6%
 
9 371 0.2%
 
Other values (4) 141 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 10232 5.7%
 
1 29198 16.4%
 
2 41655 23.3%
 
3 39432 22.1%
 
4 28619 16.0%
 

Maximum 5 values

ValueCountFrequency (%) 
13 2 < 0.1%
 
12 4 < 0.1%
 
11 23 < 0.1%
 
10 112 0.1%
 
9 371 0.2%
 

ps_calc_14
Numeric

Distinct count23
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean7.545305885
Minimum0
Maximum22
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile3
Q16
Median7
Q39
95-th percentile12
Maximum22
Range22
Interquartile range3

Descriptive statistics

Standard deviation2.747640551
Coef of variation0.3641523079
Kurtosis0.1473631195
Mean7.545305885
MAD2.202212052
Skewness0.3669234093
Sum1347320
Variance7.5495286
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=23)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 16.5 17.5 18.5 19.5 22. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7 26058 14.6%
 
8 24770 13.9%
 
6 24217 13.6%
 
9 20673 11.6%
 
5 19140 10.7%
 
10 15433 8.6%
 
4 12740 7.1%
 
11 10556 5.9%
 
12 6795 3.8%
 
3 6768 3.8%
 
Other values (13) 11414 6.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 93 0.1%
 
1 733 0.4%
 
2 2676 1.5%
 
3 6768 3.8%
 
4 12740 7.1%
 

Maximum 5 values

ValueCountFrequency (%) 
22 1 < 0.1%
 
21 8 < 0.1%
 
20 15 < 0.1%
 
19 37 < 0.1%
 
18 99 0.1%
 

ps_calc_15_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
156676
1
 
21888
ValueCountFrequency (%) 
0 156676 87.7%
 
1 21888 12.3%
 

ps_calc_16_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
112065
0
66499
ValueCountFrequency (%) 
1 112065 62.8%
 
0 66499 37.2%
 

ps_calc_17_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
98872
0
79692
ValueCountFrequency (%) 
1 98872 55.4%
 
0 79692 44.6%
 

ps_calc_18_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
127300
1
51264
ValueCountFrequency (%) 
0 127300 71.3%
 
1 51264 28.7%
 

ps_calc_19_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
116305
1
62259
ValueCountFrequency (%) 
0 116305 65.1%
 
1 62259 34.9%
 

ps_calc_20_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
151270
1
 
27294
ValueCountFrequency (%) 
0 151270 84.7%
 
1 27294 15.3%
 

ps_car_01_cat
Numeric

Distinct count13
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)28
Infinite (%)0.0%
Infinite (n)0
Mean8.283354618
Minimum0
Maximum11
Zeros (%)1.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile4
Q17
Median7
Q311
95-th percentile11
Maximum11
Range11
Interquartile range4

Descriptive statistics

Standard deviation2.505664877
Coef of variation0.3024939765
Kurtosis-0.223553454
Mean8.283354618
MAD2.218150815
Skewness-0.5202773476
Sum1478877
Variance6.278356475
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%) 
11 61839 34.6%
 
7 54014 30.2%
 
6 18895 10.6%
 
10 14970 8.4%
 
4 7933 4.4%
 
9 6024 3.4%
 
5 5438 3.0%
 
8 4570 2.6%
 
3 2029 1.1%
 
0 1772 1.0%
 
Other values (2) 1052 0.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1772 1.0%
 
1 409 0.2%
 
2 643 0.4%
 
3 2029 1.1%
 
4 7933 4.4%
 

Maximum 5 values

ValueCountFrequency (%) 
11 61839 34.6%
 
10 14970 8.4%
 
9 6024 3.4%
 
8 4570 2.6%
 
7 54014 30.2%
 

ps_car_02_cat
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
148110
0
30454
ValueCountFrequency (%) 
1 148110 82.9%
 
0 30454 17.1%
 

ps_car_03_cat
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)69.3%
Missing (n)123656
1
33137
0
 
21771
(Missing)
123656
ValueCountFrequency (%) 
1 33137 18.6%
 
0 21771 12.2%
 
(Missing) 123656 69.3%
 

ps_car_04_cat
Numeric

Distinct count10
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.731995251
Minimum0
Maximum9
Zeros (%)83.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile8
Maximum9
Range9
Interquartile range0

Descriptive statistics

Standard deviation2.163374158
Coef of variation2.955448352
Kurtosis8.497891979
Mean0.731995251
MAD1.219800782
Skewness3.160104612
Sum130708
Variance4.680187747
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 148780 83.3%
 
1 9603 5.4%
 
2 7238 4.1%
 
8 6221 3.5%
 
9 5792 3.2%
 
6 463 0.3%
 
3 192 0.1%
 
5 165 0.1%
 
4 72 < 0.1%
 
7 38 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 148780 83.3%
 
1 9603 5.4%
 
2 7238 4.1%
 
3 192 0.1%
 
4 72 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9 5792 3.2%
 
8 6221 3.5%
 
7 38 < 0.1%
 
6 463 0.3%
 
5 165 0.1%
 

ps_car_05_cat
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)44.8%
Missing (n)80006
1
51578
0
46980
(Missing)
80006
ValueCountFrequency (%) 
1 51578 28.9%
 
0 46980 26.3%
 
(Missing) 80006 44.8%
 

ps_car_06_cat
Numeric

Distinct count18
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.573491857
Minimum0
Maximum17
Zeros (%)18.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median7
Q311
95-th percentile15
Maximum17
Range17
Interquartile range10

Descriptive statistics

Standard deviation5.503761998
Coef of variation0.8372661163
Kurtosis-1.573453363
Mean6.573491857
MAD5.125796054
Skewness0.09190954997
Sum1173789
Variance30.29139613
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%) 
11 39510 22.1%
 
1 35222 19.7%
 
0 33154 18.6%
 
14 17811 10.0%
 
10 10009 5.6%
 
4 9407 5.3%
 
15 6541 3.7%
 
6 6258 3.5%
 
9 5451 3.1%
 
7 4748 2.7%
 
Other values (8) 10453 5.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 33154 18.6%
 
1 35222 19.7%
 
2 478 0.3%
 
3 3570 2.0%
 
4 9407 5.3%
 

Maximum 5 values

ValueCountFrequency (%) 
17 1478 0.8%
 
16 1441 0.8%
 
15 6541 3.7%
 
14 17811 10.0%
 
13 1920 1.1%
 

ps_car_07_cat
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)2.0%
Missing (n)3512
1
165967
0
 
9085
(Missing)
 
3512
ValueCountFrequency (%) 
1 165967 92.9%
 
0 9085 5.1%
 
(Missing) 3512 2.0%
 

ps_car_08_cat
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
148594
0
29970
ValueCountFrequency (%) 
1 148594 83.2%
 
0 29970 16.8%
 

ps_car_09_cat
Numeric

Distinct count6
Unique (%)< 0.1%
Missing (%)0.1%
Missing (n)182
Infinite (%)0.0%
Infinite (n)0
Mean1.32831788
Minimum0
Maximum4
Zeros (%)32.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median2
Q32
95-th percentile2
Maximum4
Range4
Interquartile range2

Descriptive statistics

Standard deviation0.9771833032
Coef of variation0.735654709
Kurtosis-1.267424997
Mean1.32831788
MAD0.9044525943
Skewness-0.4131433422
Sum236948
Variance0.9548872081
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
2 105854 59.3%
 
0 58567 32.8%
 
1 8752 4.9%
 
3 4348 2.4%
 
4 861 0.5%
 
(Missing) 182 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 58567 32.8%
 
1 8752 4.9%
 
2 105854 59.3%
 
3 4348 2.4%
 
4 861 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
4 861 0.5%
 
3 4348 2.4%
 
2 105854 59.3%
 
1 8752 4.9%
 
0 58567 32.8%
 

ps_car_10_cat
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
177016
0
 
1490
2
 
58
ValueCountFrequency (%) 
1 177016 99.1%
 
0 1490 0.8%
 
2 58 < 0.1%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

ps_car_11
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)1
3
95780
2
56602
1
 
18295
ValueCountFrequency (%) 
3 95780 53.6%
 
2 56602 31.7%
 
1 18295 10.2%
 
0 7886 4.4%
 
(Missing) 1 < 0.1%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

ps_car_11_cat
Numeric

Distinct count104
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean62.11438476
Minimum1
Maximum104
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile7
Q132
Median65
Q393
95-th percentile104
Maximum104
Range103
Interquartile range61

Descriptive statistics

Standard deviation33.06686811
Coef of variation0.5323544335
Kurtosis-1.286811673
Mean62.11438476
MAD29.00439379
Skewness-0.2304402756
Sum11091393
Variance1093.417767
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 100.5 101.5 102.5 103.5 104. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
104 25486 14.3%
 
103 7290 4.1%
 
64 6670 3.7%
 
87 5140 2.9%
 
5 3759 2.1%
 
28 3753 2.1%
 
32 3711 2.1%
 
99 3694 2.1%
 
65 3215 1.8%
 
82 3158 1.8%
 
Other values (94) 112688 63.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 990 0.6%
 
2 761 0.4%
 
3 947 0.5%
 
4 506 0.3%
 
5 3759 2.1%
 

Maximum 5 values

ValueCountFrequency (%) 
104 25486 14.3%
 
103 7290 4.1%
 
102 623 0.3%
 
101 2111 1.2%
 
100 1346 0.8%
 

ps_car_12
Numeric

Distinct count149
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.3800049388
Minimum0.1414213562
Maximum1.264911064
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.1414213562
5-th percentile0.3160696126
Q10.316227766
Median0.3741657387
Q30.4
95-th percentile0.4688283268
Maximum1.264911064
Range1.123489708
Interquartile range0.083772234

Descriptive statistics

Standard deviation0.05838377399
Coef of variation0.1536395137
Kurtosis5.040474604
Mean0.3800049388
MAD0.04587773969
Skewness1.096687999
Sum67855.20189
Variance0.003408665066
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.14142136 0.22834951 0.31543617 0.31567387 0.31591134 ... 0.64803549 0.65562947 0.71410852 0.80296803 1.26491106], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.316227766 51282 28.7%
 
0.4 33690 18.9%
 
0.3741657387 29357 16.4%
 
0.4472135955 15011 8.4%
 
0.4242640687 14773 8.3%
 
0.3160696126 7081 4.0%
 
0.3872983346 4153 2.3%
 
0.5477225575 1806 1.0%
 
0.4898979486 1802 1.0%
 
0.3997499218 1528 0.9%
 
Other values (139) 18081 10.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0.1414213562 10 < 0.1%
 
0.3152776554 1051 0.6%
 
0.3155946768 1386 0.8%
 
0.3157530681 126 0.1%
 
0.3160696126 7081 4.0%
 

Maximum 5 values

ValueCountFrequency (%) 
1.264911064 12 < 0.1%
 
0.8185352772 11 < 0.1%
 
0.7874007874 9 < 0.1%
 
0.7681145748 4 < 0.1%
 
0.7549834435 2 < 0.1%
 

ps_car_13
Numeric

Distinct count41796
Unique (%)23.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.8133206454
Minimum0.2873360114
Maximum3.336372925
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.2873360114
5-th percentile0.5430439155
Q10.6708819901
Median0.7652985157
Q30.9058236743
95-th percentile1.239465944
Maximum3.336372925
Range3.049036914
Interquartile range0.2349416842

Descriptive statistics

Standard deviation0.225311085
Coef of variation0.2770261474
Kurtosis5.457799724
Mean0.8133206454
MAD0.1632792432
Skewness1.712306454
Sum145229.7877
Variance0.05076508503
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.28733601 0.3464994 0.39201745 0.39548065 0.39883612 ... 2.0654152 2.16219862 2.49209049 2.71569349 3.33637293], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.7416894942 130 0.1%
 
0.8417808749 116 0.1%
 
0.7477652657 111 0.1%
 
0.7492282531 107 0.1%
 
0.6745828218 107 0.1%
 
0.6927755889 103 0.1%
 
0.596390659 103 0.1%
 
0.6595609609 103 0.1%
 
0.9010553959 99 0.1%
 
0.6767539197 94 0.1%
 
Other values (41786) 177491 99.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0.2873360114 1 < 0.1%
 
0.2911930432 1 < 0.1%
 
0.3087230431 1 < 0.1%
 
0.3092579762 1 < 0.1%
 
0.3106577932 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.336372925 1 < 0.1%
 
3.253697833 1 < 0.1%
 
3.232550102 1 < 0.1%
 
3.092035223 1 < 0.1%
 
3.044182231 1 < 0.1%
 

ps_car_14
Numeric

Distinct count781
Unique (%)0.4%
Missing (%)7.2%
Missing (n)12783
Infinite (%)0.0%
Infinite (n)0
Mean0.3748632067
Minimum0.1095445115
Maximum0.6316644679
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.1095445115
5-th percentile0.3016620626
Q10.3504283094
Median0.3734969879
Q30.3984971769
95-th percentile0.4444097209
Maximum0.6316644679
Range0.5221199564
Interquartile range0.0480688675

Descriptive statistics

Standard deviation0.04556567726
Coef of variation0.121552813
Kurtosis2.031807273
Mean0.3748632067
MAD0.03359603238
Skewness0.6688874244
Sum62145.19728
Variance0.002076230944
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.3615245497 5354 3.0%
 
0.3583294573 4709 2.6%
 
0.3619392214 3585 2.0%
 
0.3687817783 3508 2.0%
 
0.3974921383 2870 1.6%
 
0.3685105155 2648 1.5%
 
0.3598610843 2445 1.4%
 
0.4 2186 1.2%
 
0.3937003937 2087 1.2%
 
0.2944486373 1970 1.1%
 
Other values (770) 134419 75.3%
 
(Missing) 12783 7.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0.1095445115 6 < 0.1%
 
0.1183215957 15 < 0.1%
 
0.1360147051 3 < 0.1%
 
0.2 35 < 0.1%
 
0.2078460969 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.6316644679 4 < 0.1%
 
0.6033241252 1 < 0.1%
 
0.5916079783 6 < 0.1%
 
0.5830951895 2 < 0.1%
 
0.5753259945 25 < 0.1%
 

ps_car_15
Numeric

Distinct count15
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.064885574
Minimum0
Maximum3.741657387
Zeros (%)2.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1.732050808
Q12.828427125
Median3.31662479
Q33.605551276
95-th percentile3.741657387
Maximum3.741657387
Range3.741657387
Interquartile range0.7771241508

Descriptive statistics

Standard deviation0.7305009097
Coef of variation0.2383452472
Kurtosis5.851261769
Mean3.064885574
MAD0.5116096963
Skewness-2.210797148
Sum547278.2276
Variance0.5336315791
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%) 
3.605551276 32857 18.4%
 
3.464101615 23183 13.0%
 
3.31662479 20599 11.5%
 
3.16227766 19024 10.7%
 
3.741657387 17169 9.6%
 
3 14665 8.2%
 
2.828427125 14457 8.1%
 
2.645751311 9334 5.2%
 
2.449489743 6214 3.5%
 
2.236067977 5823 3.3%
 
Other values (5) 15239 8.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4209 2.4%
 
1 2097 1.2%
 
1.414213562 1963 1.1%
 
1.732050808 3181 1.8%
 
2 3789 2.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.741657387 17169 9.6%
 
3.605551276 32857 18.4%
 
3.464101615 23183 13.0%
 
3.31662479 20599 11.5%
 
3.16227766 19024 10.7%
 

ps_ind_01
Numeric

Distinct count8
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.906408907
Minimum0
Maximum7
Zeros (%)31.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q33
95-th percentile6
Maximum7
Range7
Interquartile range3

Descriptive statistics

Standard deviation1.986899949
Coef of variation1.042221289
Kurtosis-0.2269692389
Mean1.906408907
MAD1.63670175
Skewness0.9281502912
Sum340416
Variance3.947771406
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 56079 31.4%
 
1 43268 24.2%
 
2 24569 13.8%
 
5 18456 10.3%
 
3 15489 8.7%
 
4 10110 5.7%
 
6 5328 3.0%
 
7 5265 2.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 56079 31.4%
 
1 43268 24.2%
 
2 24569 13.8%
 
3 15489 8.7%
 
4 10110 5.7%
 

Maximum 5 values

ValueCountFrequency (%) 
7 5265 2.9%
 
6 5328 3.0%
 
5 18456 10.3%
 
4 10110 5.7%
 
3 15489 8.7%
 

ps_ind_02_cat
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)64
1
129417
2
37204
3
 
8507
ValueCountFrequency (%) 
1 129417 72.5%
 
2 37204 20.8%
 
3 8507 4.8%
 
4 3372 1.9%
 
(Missing) 64 < 0.1%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

ps_ind_03
Numeric

Distinct count12
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4.423422414
Minimum0
Maximum11
Zeros (%)2.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q12
Median4
Q36
95-th percentile9
Maximum11
Range11
Interquartile range4

Descriptive statistics

Standard deviation2.701361981
Coef of variation0.6106950067
Kurtosis-0.6522218765
Mean4.423422414
MAD2.283920504
Skewness0.4617326709
Sum789864
Variance7.297356553
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
2 28633 16.0%
 
3 24620 13.8%
 
1 20440 11.4%
 
4 20297 11.4%
 
5 18723 10.5%
 
6 18130 10.2%
 
7 15714 8.8%
 
8 11890 6.7%
 
9 7649 4.3%
 
0 4727 2.6%
 
Other values (2) 7741 4.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4727 2.6%
 
1 20440 11.4%
 
2 28633 16.0%
 
3 24620 13.8%
 
4 20297 11.4%
 

Maximum 5 values

ValueCountFrequency (%) 
11 3346 1.9%
 
10 4395 2.5%
 
9 7649 4.3%
 
8 11890 6.7%
 
7 15714 8.8%
 

ps_ind_04_cat
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)21
0
104069
1
74474
(Missing)
 
21
ValueCountFrequency (%) 
0 104069 58.3%
 
1 74474 41.7%
 
(Missing) 21 < 0.1%
 

ps_ind_05_cat
Numeric

Distinct count8
Unique (%)< 0.1%
Missing (%)1.0%
Missing (n)1794
Infinite (%)0.0%
Infinite (n)0
Mean0.4167732081
Minimum0
Maximum6
Zeros (%)88.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile4
Maximum6
Range6
Interquartile range0

Descriptive statistics

Standard deviation1.346896688
Coef of variation3.2317257
Kurtosis9.421866792
Mean0.4167732081
MAD0.7473908097
Skewness3.25950304
Sum73673
Variance1.814130687
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 158499 88.8%
 
6 6150 3.4%
 
4 5461 3.1%
 
3 2500 1.4%
 
1 2427 1.4%
 
2 1221 0.7%
 
5 512 0.3%
 
(Missing) 1794 1.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 158499 88.8%
 
1 2427 1.4%
 
2 1221 0.7%
 
3 2500 1.4%
 
4 5461 3.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6 6150 3.4%
 
5 512 0.3%
 
4 5461 3.1%
 
3 2500 1.4%
 
2 1221 0.7%
 

ps_ind_06_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
108253
1
70311
ValueCountFrequency (%) 
0 108253 60.6%
 
1 70311 39.4%
 

ps_ind_07_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
132671
1
45893
ValueCountFrequency (%) 
0 132671 74.3%
 
1 45893 25.7%
 

ps_ind_08_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
149256
1
 
29308
ValueCountFrequency (%) 
0 149256 83.6%
 
1 29308 16.4%
 

ps_ind_09_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
145512
1
33052
ValueCountFrequency (%) 
0 145512 81.5%
 
1 33052 18.5%
 

ps_ind_10_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
178493
1
 
71
ValueCountFrequency (%) 
0 178493 > 99.9%
 
1 71 < 0.1%
 

ps_ind_11_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
178254
1
 
310
ValueCountFrequency (%) 
0 178254 99.8%
 
1 310 0.2%
 

ps_ind_12_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
176879
1
 
1685
ValueCountFrequency (%) 
0 176879 99.1%
 
1 1685 0.9%
 

ps_ind_13_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
178391
1
 
173
ValueCountFrequency (%) 
0 178391 99.9%
 
1 173 0.1%
 

ps_ind_14
Numeric

Distinct count5
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.01253892162
Minimum0
Maximum4
Zeros (%)98.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum4
Range4
Interquartile range0

Descriptive statistics

Standard deviation0.1280295109
Coef of variation10.21056793
Kurtosis180.8300895
Mean0.01253892162
MAD0.0248073524
Skewness12.18093899
Sum2239
Variance0.01639155567
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
0 176638 98.9%
 
1 1655 0.9%
 
2 232 0.1%
 
3 36 < 0.1%
 
4 3 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 176638 98.9%
 
1 1655 0.9%
 
2 232 0.1%
 
3 36 < 0.1%
 
4 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4 3 < 0.1%
 
3 36 < 0.1%
 
2 232 0.1%
 
1 1655 0.9%
 
0 176638 98.9%
 

ps_ind_15
Numeric

Distinct count14
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean7.300900517
Minimum0
Maximum13
Zeros (%)5.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q15
Median7
Q310
95-th percentile13
Maximum13
Range13
Interquartile range5

Descriptive statistics

Standard deviation3.549041048
Coef of variation0.4861100408
Kurtosis-0.7344439545
Mean7.300900517
MAD2.940277172
Skewness-0.2874664289
Sum1303678
Variance12.59569236
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=14)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 9.5 10.5 11.5 12.5 13. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7 19705 11.0%
 
8 17899 10.0%
 
6 17278 9.7%
 
10 16455 9.2%
 
11 15776 8.8%
 
9 13666 7.7%
 
12 13475 7.5%
 
5 12706 7.1%
 
4 12627 7.1%
 
13 10649 6.0%
 
Other values (4) 28328 15.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 9648 5.4%
 
1 3447 1.9%
 
2 5518 3.1%
 
3 9715 5.4%
 
4 12627 7.1%
 

Maximum 5 values

ValueCountFrequency (%) 
13 10649 6.0%
 
12 13475 7.5%
 
11 15776 8.8%
 
10 16455 9.2%
 
9 13666 7.7%
 

ps_ind_16_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
118132
0
60432
ValueCountFrequency (%) 
1 118132 66.2%
 
0 60432 33.8%
 

ps_ind_17_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
157062
1
 
21502
ValueCountFrequency (%) 
0 157062 88.0%
 
1 21502 12.0%
 

ps_ind_18_bin
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
151194
1
 
27370
ValueCountFrequency (%) 
0 151194 84.7%
 
1 27370 15.3%
 

ps_reg_01
Numeric

Distinct count10
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.6108370108
Minimum0
Maximum0.9
Zeros (%)3.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.1
Q10.4
Median0.7
Q30.9
95-th percentile0.9
Maximum0.9
Range0.9
Interquartile range0.5

Descriptive statistics

Standard deviation0.2875343917
Coef of variation0.4707219546
Kurtosis-0.8872110017
Mean0.6108370108
MAD0.2474730919
Skewness-0.6385738755
Sum109073.5
Variance0.08267602639
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.15 0.25 0.35 0.45 0.55 0.65 0.75 0.85 0.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.9 58235 32.6%
 
0.7 20271 11.4%
 
0.8 18228 10.2%
 
0.6 16906 9.5%
 
0.4 16097 9.0%
 
0.1 12876 7.2%
 
0.3 12036 6.7%
 
0.5 9763 5.5%
 
0.2 7638 4.3%
 
0 6514 3.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6514 3.6%
 
0.1 12876 7.2%
 
0.2 7638 4.3%
 
0.3 12036 6.7%
 
0.4 16097 9.0%
 

Maximum 5 values

ValueCountFrequency (%) 
0.9 58235 32.6%
 
0.8 18228 10.2%
 
0.7 20271 11.4%
 
0.6 16906 9.5%
 
0.5 9763 5.5%
 

ps_reg_02
Numeric

Distinct count19
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.4396042875
Minimum0
Maximum1.8
Zeros (%)14.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.2
Median0.3
Q30.6
95-th percentile1.3
Maximum1.8
Range1.8
Interquartile range0.4

Descriptive statistics

Standard deviation0.4039755593
Coef of variation0.9189527281
Kurtosis1.124121935
Mean0.4396042875
MAD0.3125643687
Skewness1.279940271
Sum78497.5
Variance0.1631962525
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=19)
Histogram
Histogram with variable size bins (bins=[0. 0.05 0.15 0.25 0.35 ... 1.45 1.55 1.65 1.75 1.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.2 34536 19.3%
 
0.3 28559 16.0%
 
0 26670 14.9%
 
0.4 17848 10.0%
 
0.5 11019 6.2%
 
0.6 10022 5.6%
 
0.1 9462 5.3%
 
0.7 6410 3.6%
 
0.8 6130 3.4%
 
0.9 4996 2.8%
 
Other values (9) 22912 12.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 26670 14.9%
 
0.1 9462 5.3%
 
0.2 34536 19.3%
 
0.3 28559 16.0%
 
0.4 17848 10.0%
 

Maximum 5 values

ValueCountFrequency (%) 
1.8 1417 0.8%
 
1.7 736 0.4%
 
1.6 1526 0.9%
 
1.5 1782 1.0%
 
1.4 2062 1.2%
 

ps_reg_03
Numeric

Distinct count4793
Unique (%)2.7%
Missing (%)18.1%
Missing (n)32276
Infinite (%)0.0%
Infinite (n)0
Mean0.894802356
Minimum0.0612372436
Maximum4.037945022
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.0612372436
5-th percentile0.4924428901
Q10.6339361167
Median0.8023403268
Q31.085414667
95-th percentile1.586072193
Maximum4.037945022
Range3.976707778
Interquartile range0.4514785506

Descriptive statistics

Standard deviation0.3453318878
Coef of variation0.3859309103
Kurtosis0.9477794338
Mean0.894802356
MAD0.2750844112
Skewness1.068833304
Sum130898.8471
Variance0.1192541127
Memory size1.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.6684870979 196 0.1%
 
0.6339361167 195 0.1%
 
0.5878988008 193 0.1%
 
0.5733672471 191 0.1%
 
0.6219927652 189 0.1%
 
0.704893609 188 0.1%
 
0.6025985397 187 0.1%
 
0.6670832032 181 0.1%
 
0.6698880503 180 0.1%
 
0.6020797289 180 0.1%
 
Other values (4782) 144408 80.9%
 
(Missing) 32276 18.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0.0612372436 1 < 0.1%
 
0.075 7 < 0.1%
 
0.1322875656 1 < 0.1%
 
0.1541103501 5 < 0.1%
 
0.1968501969 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4.037945022 2 < 0.1%
 
3.787726891 1 < 0.1%
 
3.490791457 1 < 0.1%
 
3.197753117 1 < 0.1%
 
2.947456531 5 < 0.1%
 

target
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
172138
1
 
6426
ValueCountFrequency (%) 
0 172138 96.4%
 
1 6426 3.6%
 

Missing values

Sample

First rows

idps_calc_01ps_calc_02ps_calc_03ps_calc_04ps_calc_05ps_calc_06ps_calc_07ps_calc_08ps_calc_09ps_calc_10ps_calc_11ps_calc_12ps_calc_13ps_calc_14ps_calc_15_binps_calc_16_binps_calc_17_binps_calc_18_binps_calc_19_binps_calc_20_binps_car_01_catps_car_02_catps_car_03_catps_car_04_catps_car_05_catps_car_06_catps_car_07_catps_car_08_catps_car_09_catps_car_10_catps_car_11ps_car_11_catps_car_12ps_car_13ps_car_14ps_car_15ps_ind_01ps_ind_02_catps_ind_03ps_ind_04_catps_ind_05_catps_ind_06_binps_ind_07_binps_ind_08_binps_ind_09_binps_ind_10_binps_ind_11_binps_ind_12_binps_ind_13_binps_ind_14ps_ind_15ps_ind_16_binps_ind_17_binps_ind_18_binps_reg_01ps_reg_02ps_reg_03target
0130.50.70.1229182742770110107.01NaN0NaN141.012.011.0600.3162280.6415860.3472753.31662554.091.00.0001000000121000.00.0NaN0
1170.40.60.0226310212311300011011.01NaN0NaN141.012.013.0820.3160700.5658320.3651032.00000002.001.00.010000000091000.70.60.8407590
2190.70.80.431821138420901011110.00NaN00.0141.010.012.01040.4459820.8790490.4062023.00000051.040.00.000010000061000.91.82.3326490
3200.20.60.522818310300100100106.01NaN01.0111.010.012.0990.3162280.6396830.3687823.16227821.031.00.001000000081000.60.10.6174540
4260.90.80.631739411421501000110.01NaN01.0141.010.013.0680.4000000.7806410.4074312.82842751.031.00.000100000061000.90.70.9013880
5430.80.70.62110183820430010109.010.001.061.012.013.01040.4000000.9833110.3560903.60555111.031.00.0010000000121000.70.90.6841970
6580.20.60.113829110913901100011.011.000.0111.002.012.01040.3162280.8762950.3207803.60555151.060.01.010000000041000.90.50.8108640
7610.40.30.331831121131650001007.01NaN0NaN01.012.013.0430.4000000.6682280.3663332.82842751.080.00.0100000000121000.30.3NaN0
8790.90.50.2427210010424301110110.01NaN01.0151.000.012.050.4472141.3145950.4000003.74165701.041.00.000100000081000.60.20.6661460
9950.70.30.631737212213111010016.01NaN00.061.010.011.0260.3741660.6014100.3907682.82842701.080.00.010000000020100.50.30.6533570

Last rows

idps_calc_01ps_calc_02ps_calc_03ps_calc_04ps_calc_05ps_calc_06ps_calc_07ps_calc_08ps_calc_09ps_calc_10ps_calc_11ps_calc_12ps_calc_13ps_calc_14ps_calc_15_binps_calc_16_binps_calc_17_binps_calc_18_binps_calc_19_binps_calc_20_binps_car_01_catps_car_02_catps_car_03_catps_car_04_catps_car_05_catps_car_06_catps_car_07_catps_car_08_catps_car_09_catps_car_10_catps_car_11ps_car_11_catps_car_12ps_car_13ps_car_14ps_car_15ps_ind_01ps_ind_02_catps_ind_03ps_ind_04_catps_ind_05_catps_ind_06_binps_ind_07_binps_ind_08_binps_ind_09_binps_ind_10_binps_ind_11_binps_ind_12_binps_ind_13_binps_ind_14ps_ind_15ps_ind_16_binps_ind_17_binps_ind_18_binps_reg_01ps_reg_02ps_reg_03target
17855414879730.70.50.9317692851550110117.01NaN0NaN141.002.013.0820.3162280.791875NaN3.74165701.010.00.001000000071000.70.40.6495190
17855514879750.50.80.0237211111613501010011.000.000.011NaN02.013.01040.4000001.0798880.3391163.74165702.000.0NaN01000000061000.00.01.3622130
17855614879760.30.40.112441067614120110007.010.000.0111.012.012.0570.3741660.7119550.3286343.16227801.071.00.0010000000120000.10.1NaN0
17855714879880.00.70.513921027413600111011.01NaN1NaN31.012.012.01020.4000000.901938NaN3.60555111.071.00.0010000000100000.40.81.3322910
17855814879940.10.10.71482815233120010007.01NaN0NaN141.012.013.0490.4000000.7879250.3685113.60555111.010.03.010000000051000.40.00.3921100
17855914880050.80.60.241721011152160000007.011.000.0141.002.013.0720.4000001.1354000.3504283.74165732.031.00.001000000050100.91.41.9392330
17856014880090.80.20.54194831271261010005.010.001.061.012.013.0260.3741660.6033990.3204682.64575103.061.00.001000000071000.40.50.9048480
17856114880110.10.80.832831021180170110007.01NaN8NaN131.012.013.0200.4472140.9035060.4295353.00000001.020.00.000010000021000.90.20.6538350
17856214880170.40.00.33274801032260010007.01NaN0NaN11.012.013.0310.3974920.5963730.3987481.73205111.0100.00.0100000000121000.90.20.6590710
17856314880210.00.70.040949211414201110011.01NaN0NaN111.012.013.01010.3741660.7644340.3849683.16227852.031.00.0001000000121000.90.40.6982120